ESANN 2019 2019

Deep Embedded SOM: Joint Representation Learning and Self-Organization

ESANN 2019 2019 FlorentF9/DESOM

In the wake of recent advances in joint clustering and deep learning, we introduce the Deep Embedded Self-Organizing Map, a model that jointly learns representations and the code vectors of a self-organizing map.

DIMENSIONALITY REDUCTION REPRESENTATION LEARNING SELF-ORGANIZED CLUSTERING